Tesi Xiao
7 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5) π Cross-Pollinator (8)
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Interdisciplinary Bridge
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Taxonomy Completionist
(11)
β
The Questioner
Conferences
UAI (2)
AISTATS (1)
CVPR (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
stochastic optimization
(2)
langevin dynamics
(1)
adversarial robustness
(1)
non-convex optimization
(1)
decentralized optimization
(1)
oracle complexity
(1)
strong convexity
(1)
neumann series
(1)
pareto optimality
(1)
bilevel optimization
(1)
multi-objective optimization
(1)
conditional gradient
(1)
complexity bound
(1)
proximal algorithm
(1)
neural ordinary differential equation
(1)
stochastic differential equation
(1)
molecular dynamics
(1)
noise injection
(1)
particle method
(1)
wasserstein gradient flow
(1)
Papers
COS-DPO: Conditioned One-Shot Multi-Objective Fine-Tuning Framework
UAI 2025
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
AISTATS 2024
Accelerating Sinkhorn algorithm with sparse Newton iterations
ICLR 2024
Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions
JMLR 2024
A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization
UAI 2023
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
NIPS 2022
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework
CVPR 2020